Raw Data Report
(Not really all that) Quick & Dirty
- These are the raw data results for most of the variables for chapter 1 data
- NOTES: still missing tree functional diversity measures
Workflow
## [conflicted] Removing existing preference.
## [conflicted] Will prefer dplyr::filter over any other package.
## - The lockfile is already up to date.
## - Python requirements are already up to date.
## - The library is already synchronized with the lockfile.Tree Stuff
Number of trees per city:
Number of tree species per city:
Tree size distribution per city:
City Scale
Response Variables
- Response variables are proxies for ES
- Land Surface Temperature
- Air Pollution measures for 6 pollutants
Independent Variables - Trees
Independent Variables - Built Infrastructure
- includes building density, building height, road density, proportion of road types, NDVI, and NDBI
Independent Variables - Census
- includes data from 2021 census on:
totpop = Population 2021
popdens = Pop density per sq km
area = Land area sq km
sidho = Single-detached house
semho = Semi-detached house
rowhou = Row house
aptdup = Apartment or flat in a duplex
aptbui = Apartment in a building that has fewer than five storeys
aptfiv = Apartment in a building that has five or more storeys otsiho = Other single-attached house
mvdwel = Movable dwelling (9)
medinc = Median after-tax income in 2015 among recipients
lowinc = Prevalence of low income based on the Low-income measure, after tax (LIM-AT) (%)
recimm = Total - Immigrant status and period of immigration for the population in private households - 25% sample data (63) -> Immigrants -> 2011-2016 (recent immigrants)
aborig = Total - Aboriginal identity for the population in private households - 25% sample data (104) -> Aboriginal identity (105)
vismin = Total - Visible minority for the population in private households - 25% sample data (121) -> Total visible minority population (122)
Neighbourhood Scale
Response Variables
Independent Variables - Trees
Independent Variables - Built Infrastructure
Independent Variables - Census
